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Cover of Beyond the Moon by Catherine    Taylor
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Beyond the Moon

Catherine Taylor

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Similar in plot structure

These books are ranked using the plot structure labels extracted for Beyond the Moon.

Plot structure labels used: dual timeline, alternating viewpoints, back and forth timelines, time-slip mechanism, search and reunion, separated lovers, insta-love, midstory separation, twist reveal, nonlinear movement

Focused on “nonlinear timeline” where exact label matches exist.

This does not mean the books share the same plot, setting, quality, or difficulty. It means their plot structure embeddings are close.

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Cover of Love Is an Algorithm by Laura Brooke Robson

Love Is an Algorithm

Laura Brooke Robson · 2026

An anxious app creator and a singer-songwriter test whether AI can measure love before it starts to take over their lives.

Semantic match: ranked by plot structure

Distance: 0.1107

Cover of Atomic Anna by Rachel Barenbaum

Atomic Anna

Rachel Barenbaum · 2022

A Soviet scientist’s accidental time jumps bind three generations of women to one chance to stop Chernobyl.

Semantic match: ranked by plot structure

Distance: 0.1184

Cover of The Day Tripper by James Goodhand

The Day Tripper

James Goodhand · 2024

After an injury, a young man wakes up in different years of his life and must piece together how to change his future.

Semantic match: ranked by plot structure

Distance: 0.1202

Cover of Doctor Who: Nuclear Time by Oli Smith

Doctor Who: Nuclear Time

Oli Smith · 2010 · Doctor Who: New Series Adventures

The Doctor, Amy, and Rory face a deadly desert town, a nuclear threat, and a time stream running backward.

Semantic match: ranked by plot structure

Distance: 0.0971

Cover of Light from Other Stars by Erika Swyler

Light from Other Stars

Erika Swyler · 2019

A space-obsessed girl’s childhood in NASA-era Florida collides with her adult mission to save humanity.

Semantic match: ranked by plot structure

Distance: 0.1008

Cover of The Stars Turned Inside Out by Nova Jacobs

The Stars Turned Inside Out

Nova Jacobs · 2024

At CERN, a physicist is found dead in a tunnel, and a private investigator uncovers secrets that blur science, love, and rivalry.

Semantic match: ranked by plot structure

Distance: 0.1035

Cover of In Another Time by Jillian Cantor

In Another Time

Jillian Cantor · 2019

A forbidden wartime love story follows a Jewish violinist and a bookshop owner across prewar Germany and postwar absence.

Semantic match: ranked by plot structure

Distance: 0.1046

Cover of All We Have Is Time by Amy Tordoff

All We Have Is Time

Amy Tordoff · 2026

An immortal woman and a time traveler keep finding each other across centuries, risking love, grief, and time itself.

Semantic match: ranked by plot structure

Distance: 0.1051

Cover of A Time to Change by Callie Langridge

A Time to Change

Callie Langridge · 2023 · A Mandeville Mystery

A grieving history lover slips between 2013 and 1913 inside a magical manor, trying to save its family and its future.

Semantic match: ranked by plot structure

Distance: 0.1079